Reinhart and Rogoff titled their history of eight centuries of financial folly with the words that recur before every crisis: “this time is different”. And the maddening truth is that the specifics genuinely are different every time.
This is not precisely 2008. GPUs are not houses; take-or-pay contracts are not mortgage-backed securities; OpenAI is not a subprime borrower in Stockton, and artificial intelligence may well be the most consequential technology of the century, which is more than anyone could ever say for a McMansion in the Inland Empire.
All of that is true, and none of it is the point. What repeats is never the surface. What repeats is the structure:
a scarcity thesis that justifies enormous fixed obligations; a teaser period during which those obligations feel costless; a set of commencement dates, fixed at signing, on which the teaser expires and the fully-indexed bill begins; and a bet that the income will have grown to meet the bill by the time it arrives.
The reason many AI skeptics will be right in substance and wrong in the mechanism is that they are often making a valuation argument, and valuation arguments have no clock. What this piece has tried to show is that buried inside the compute contracts is something a valuation argument never has: a reset.
The bull case wins if - and it is a real if - demand scales into the committed supply before the reset wall lands, and the counterparties stay funded through any air pocket in between. The bear case in this piece is not that artificial intelligence will fail, or that the demand is fake, or that the technology disappoints. It is narrower: that the financing structure can break before the demand arrives, because the obligations are fixed and front-loaded in commencement while the revenue is variable and back-loaded in adoption - and a fixed obligation meeting a lagging revenue stream is a solvency problem regardless of how transformative the underlying technology turns out to be.
The industry will spend the next eighteen months debating whether artificial intelligence is a bubble, which is the wrong question, asked at the wrong layer. The technology is real; so were the houses. The question is narrower: what happens when instruments underwritten at the teaser meet their reset schedule, and who is holding the paper when the obligations cannot be met as written. The reset wall is published above and the AI boom sits in a period of fiction.
https://www.groundbrkr.com/p/the-teaser-period-why-the-ai-boom
halalmoney
npub1vd…97rjz
2026-09-30 08:58:57 UTC
Author Public Key
npub1vdaz78d96t7pjakpfmqqlr4wgq26l6vmkf25782n05qgdgtfmk8s297rjzSeen on
wss://relay.damus.ioPublished at
2026-09-30 08:58:57 UTCEvent JSON
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"content": "Reinhart and Rogoff titled their history of eight centuries of financial folly with the words that recur before every crisis: “this time is different”. And the maddening truth is that the specifics genuinely are different every time.\n\nThis is not precisely 2008. GPUs are not houses; take-or-pay contracts are not mortgage-backed securities; OpenAI is not a subprime borrower in Stockton, and artificial intelligence may well be the most consequential technology of the century, which is more than anyone could ever say for a McMansion in the Inland Empire.\n\nAll of that is true, and none of it is the point. What repeats is never the surface. What repeats is the structure:\n\na scarcity thesis that justifies enormous fixed obligations; a teaser period during which those obligations feel costless; a set of commencement dates, fixed at signing, on which the teaser expires and the fully-indexed bill begins; and a bet that the income will have grown to meet the bill by the time it arrives.\n\nThe reason many AI skeptics will be right in substance and wrong in the mechanism is that they are often making a valuation argument, and valuation arguments have no clock. What this piece has tried to show is that buried inside the compute contracts is something a valuation argument never has: a reset.\n\nThe bull case wins if - and it is a real if - demand scales into the committed supply before the reset wall lands, and the counterparties stay funded through any air pocket in between. The bear case in this piece is not that artificial intelligence will fail, or that the demand is fake, or that the technology disappoints. It is narrower: that the financing structure can break before the demand arrives, because the obligations are fixed and front-loaded in commencement while the revenue is variable and back-loaded in adoption - and a fixed obligation meeting a lagging revenue stream is a solvency problem regardless of how transformative the underlying technology turns out to be.\n\nThe industry will spend the next eighteen months debating whether artificial intelligence is a bubble, which is the wrong question, asked at the wrong layer. The technology is real; so were the houses. The question is narrower: what happens when instruments underwritten at the teaser meet their reset schedule, and who is holding the paper when the obligations cannot be met as written. The reset wall is published above and the AI boom sits in a period of fiction.\n\nhttps://www.groundbrkr.com/p/the-teaser-period-why-the-ai-boom",
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